waveform

Overview
Reproduction

Dataset statistics

Number of variables	20
Number of observations	5000
Missing cells	0
Missing cells (%)	0.0%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	781.4 KiB
Average record size in memory	160.0 B

Variable types

NUM	19
CAT	1

Reproduction

Analysis started	2020-08-25 02:03:08.745246
Analysis finished	2020-08-25 02:04:00.549580
Duration	51.8 seconds
Version	pandas-profiling v2.8.0
Command line	`pandas_profiling --config_file config.yaml [YOUR_FILE.csv]`
Download configuration	config.yaml

X00
Real number (ℝ)

Distinct count	519
Unique (%)	10.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.005144000000000001
Minimum	-3.34
Maximum	3.94
Zeros	16
Zeros (%)	0.3%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.34
5-th percentile	-1.6505
Q1	-0.68
median	0.01
Q3	0.69
95-th percentile	1.66
Maximum	3.94
Range	7.28
Interquartile range (IQR)	1.37

Descriptive statistics

Standard deviation	1.010130334
Coefficient of variation (CV)	196.3705937
Kurtosis	-0.1127278444
Mean	0.005144
Median Absolute Deviation (MAD)	0.685
Skewness	-0.01952173776
Sum	25.72
Variance	1.020363292

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.39	31	0.6%
-0.03	29	0.6%
0.25	27	0.5%
-0.33	27	0.5%
0.57	27	0.5%
0.34	26	0.5%
-0.38	26	0.5%
0.09	26	0.5%
0.46	26	0.5%
0.36	26	0.5%
-0.52	25	0.5%
-0.16	25	0.5%
-0.17	24	0.5%
-0.28	24	0.5%
0.51	24	0.5%
-0.71	24	0.5%
-0.24	24	0.5%
0.71	24	0.5%
-0.27	23	0.5%
-0.5	23	0.5%
0.41	23	0.5%
-0.08	23	0.5%
0.72	23	0.5%
-0.47	22	0.4%
0.2	22	0.4%
Other values (494)	4376	87.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.34	1	< 0.1%
-3.25	1	< 0.1%
-3	1	< 0.1%
-2.95	4	0.1%
-2.93	1	< 0.1%
-2.84	1	< 0.1%
-2.82	1	< 0.1%
-2.81	2	< 0.1%
-2.8	1	< 0.1%
-2.77	2	< 0.1%

Value	Count	Frequency (%)
3.94	1	< 0.1%
3.31	1	< 0.1%
3.29	1	< 0.1%
3.17	2	< 0.1%
3.12	1	< 0.1%
2.87	1	< 0.1%
2.85	1	< 0.1%
2.84	1	< 0.1%
2.82	1	< 0.1%
2.75	1	< 0.1%

X17
Real number (ℝ)

Distinct count	681
Unique (%)	13.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.0006220000000001
Minimum	-4.08
Maximum	6.2
Zeros	10
Zeros (%)	0.2%
Memory size	39.2 KiB

Quantile statistics

Minimum	-4.08
5-th percentile	-1.23
Q1	-0.01
median	0.94
Q3	1.96
95-th percentile	3.4005
Maximum	6.2
Range	10.28
Interquartile range (IQR)	1.97

Descriptive statistics

Standard deviation	1.412815332
Coefficient of variation (CV)	1.411937107
Kurtosis	-0.2477703791
Mean	1.000622
Median Absolute Deviation (MAD)	0.99
Skewness	0.1498366532
Sum	5003.11
Variance	1.996047163

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.25	23	0.5%
0.43	22	0.4%
-0.07	21	0.4%
0.54	21	0.4%
1.72	20	0.4%
0.53	19	0.4%
0.92	19	0.4%
1.46	19	0.4%
0.52	19	0.4%
0.15	19	0.4%
-0.16	19	0.4%
1.12	18	0.4%
1.55	18	0.4%
0.86	18	0.4%
1	18	0.4%
0.99	18	0.4%
0.44	18	0.4%
0.51	17	0.3%
1.45	17	0.3%
0.6	17	0.3%
-0.06	17	0.3%
0.23	17	0.3%
0.65	17	0.3%
0.76	17	0.3%
1.88	17	0.3%
Other values (656)	4535	90.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-4.08	1	< 0.1%
-3.19	2	< 0.1%
-3.15	1	< 0.1%
-3.07	1	< 0.1%
-3.03	1	< 0.1%
-2.95	1	< 0.1%
-2.91	2	< 0.1%
-2.74	1	< 0.1%
-2.7	1	< 0.1%
-2.67	1	< 0.1%

Value	Count	Frequency (%)
6.2	1	< 0.1%
5.56	1	< 0.1%
5.36	1	< 0.1%
5.35	1	< 0.1%
5.26	1	< 0.1%
5.24	1	< 0.1%
5.21	1	< 0.1%
5.18	1	< 0.1%
5.11	1	< 0.1%
5.06	1	< 0.1%

X15
Real number (ℝ)

Distinct count	816
Unique (%)	16.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.0005040000000003
Minimum	-2.99
Maximum	7.86
Zeros	5
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-2.99
5-th percentile	-0.6905
Q1	0.64
median	1.82
Q3	3.33
95-th percentile	5.121
Maximum	7.86
Range	10.85
Interquartile range (IQR)	2.69

Descriptive statistics

Standard deviation	1.810684131
Coefficient of variation (CV)	0.9051139767
Kurtosis	-0.53636324
Mean	2.000504
Median Absolute Deviation (MAD)	1.315
Skewness	0.2545971188
Sum	10002.52
Variance	3.278577021

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.18	19	0.4%
0.91	19	0.4%
0.81	18	0.4%
1.6	17	0.3%
1.73	17	0.3%
0.85	17	0.3%
1.23	16	0.3%
1.46	16	0.3%
0.77	16	0.3%
0.12	16	0.3%
1.99	16	0.3%
0.92	16	0.3%
1.74	16	0.3%
2.33	15	0.3%
0.7	15	0.3%
2.78	15	0.3%
3.45	15	0.3%
1.91	15	0.3%
2.39	15	0.3%
0.68	15	0.3%
1.45	15	0.3%
2.05	14	0.3%
0.58	14	0.3%
0.73	14	0.3%
2.92	14	0.3%
Other values (791)	4605	92.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.99	1	< 0.1%
-2.7	1	< 0.1%
-2.49	1	< 0.1%
-2.48	1	< 0.1%
-2.44	1	< 0.1%
-2.41	1	< 0.1%
-2.4	1	< 0.1%
-2.36	1	< 0.1%
-2.3	1	< 0.1%
-2.22	1	< 0.1%

Value	Count	Frequency (%)
7.86	1	< 0.1%
7.55	1	< 0.1%
7.39	1	< 0.1%
7.15	1	< 0.1%
7.11	1	< 0.1%
7.1	1	< 0.1%
7.09	1	< 0.1%
7.08	1	< 0.1%
6.89	1	< 0.1%
6.86	1	< 0.1%

X01
Real number (ℝ)

Distinct count	546
Unique (%)	10.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.338746
Minimum	-3.25
Maximum	3.88
Zeros	17
Zeros (%)	0.3%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.25
5-th percentile	-1.43
Q1	-0.3725
median	0.34
Q3	1.05
95-th percentile	2.0905
Maximum	3.88
Range	7.13
Interquartile range (IQR)	1.4225

Descriptive statistics

Standard deviation	1.053656759
Coefficient of variation (CV)	3.110462586
Kurtosis	-0.03934868934
Mean	0.338746
Median Absolute Deviation (MAD)	0.71
Skewness	0.003981559158
Sum	1693.73
Variance	1.110192566

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.62	30	0.6%
0.14	29	0.6%
-0.1	28	0.6%
0.58	27	0.5%
0.42	27	0.5%
-0.17	27	0.5%
0.48	25	0.5%
0.59	25	0.5%
0.88	25	0.5%
0.33	25	0.5%
0.63	25	0.5%
0.68	25	0.5%
0.2	25	0.5%
0.51	25	0.5%
1.25	25	0.5%
0.07	23	0.5%
0.41	23	0.5%
0.61	23	0.5%
-0.26	23	0.5%
0.83	22	0.4%
-0.02	22	0.4%
0.45	22	0.4%
0.26	22	0.4%
1.1	22	0.4%
0.86	22	0.4%
Other values (521)	4383	87.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.25	1	< 0.1%
-3.12	1	< 0.1%
-3.1	1	< 0.1%
-2.96	1	< 0.1%
-2.93	1	< 0.1%
-2.92	1	< 0.1%
-2.91	1	< 0.1%
-2.86	1	< 0.1%
-2.8	1	< 0.1%
-2.78	1	< 0.1%

Value	Count	Frequency (%)
3.88	1	< 0.1%
3.83	1	< 0.1%
3.61	1	< 0.1%
3.5	1	< 0.1%
3.46	1	< 0.1%
3.4	1	< 0.1%
3.38	2	< 0.1%
3.36	1	< 0.1%
3.34	1	< 0.1%
3.33	1	< 0.1%

X08
Real number (ℝ)

Distinct count	762
Unique (%)	15.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.672086
Minimum	-3.38
Maximum	7.9
Zeros	3
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.38
5-th percentile	-0.18
Q1	1.47
median	2.81
Q3	3.94
95-th percentile	5.19
Maximum	7.9
Range	11.28
Interquartile range (IQR)	2.47

Descriptive statistics

Standard deviation	1.663276708
Coefficient of variation (CV)	0.6224637634
Kurtosis	-0.4975666984
Mean	2.672086
Median Absolute Deviation (MAD)	1.23
Skewness	-0.2313549011
Sum	13360.43
Variance	2.766489406

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
4.22	19	0.4%
4.02	19	0.4%
3.43	18	0.4%
2.39	18	0.4%
3.26	18	0.4%
3.19	17	0.3%
3.15	17	0.3%
2.36	17	0.3%
3.01	17	0.3%
3.55	17	0.3%
3.61	16	0.3%
2.09	16	0.3%
3.87	16	0.3%
2.57	16	0.3%
1.07	15	0.3%
4.29	15	0.3%
3.86	15	0.3%
2.93	15	0.3%
2.84	15	0.3%
3.6	15	0.3%
2.61	15	0.3%
3.39	15	0.3%
3.59	15	0.3%
2.91	15	0.3%
3.5	15	0.3%
Other values (737)	4594	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.38	1	< 0.1%
-2.6	1	< 0.1%
-2.37	1	< 0.1%
-2.17	1	< 0.1%
-2.06	1	< 0.1%
-2.05	2	< 0.1%
-1.88	1	< 0.1%
-1.87	2	< 0.1%
-1.86	1	< 0.1%
-1.83	1	< 0.1%

Value	Count	Frequency (%)
7.9	1	< 0.1%
7.77	1	< 0.1%
6.88	1	< 0.1%
6.72	1	< 0.1%
6.55	2	< 0.1%
6.54	1	< 0.1%
6.49	2	< 0.1%
6.47	2	< 0.1%
6.46	1	< 0.1%
6.44	2	< 0.1%

X05
Real number (ℝ)

Distinct count	808
Unique (%)	16.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.9973059999999998
Minimum	-2.76
Maximum	7.62
Zeros	9
Zeros (%)	0.2%
Memory size	39.2 KiB

Quantile statistics

Minimum	-2.76
5-th percentile	-0.69
Q1	0.59
median	1.86
Q3	3.34
95-th percentile	5.1605
Maximum	7.62
Range	10.38
Interquartile range (IQR)	2.75

Descriptive statistics

Standard deviation	1.814187371
Coefficient of variation (CV)	0.9083171888
Kurtosis	-0.602384373
Mean	1.997306
Median Absolute Deviation (MAD)	1.35
Skewness	0.228318237
Sum	9986.53
Variance	3.291275818

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.24	18	0.4%
3.4	18	0.4%
0.8	17	0.3%
1.65	17	0.3%
0.86	17	0.3%
0.35	17	0.3%
1.11	17	0.3%
1.99	17	0.3%
1.41	16	0.3%
0.97	16	0.3%
2.08	16	0.3%
1.35	16	0.3%
2.15	16	0.3%
2.1	16	0.3%
-0.13	16	0.3%
0.24	15	0.3%
1.61	15	0.3%
0.65	15	0.3%
0.11	15	0.3%
1.06	15	0.3%
0.58	15	0.3%
1.18	14	0.3%
2.28	14	0.3%
4.58	14	0.3%
1.78	14	0.3%
Other values (783)	4604	92.1%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.76	1	< 0.1%
-2.71	1	< 0.1%
-2.65	2	< 0.1%
-2.59	1	< 0.1%
-2.55	1	< 0.1%
-2.49	1	< 0.1%
-2.48	1	< 0.1%
-2.46	1	< 0.1%
-2.41	2	< 0.1%
-2.38	1	< 0.1%

Value	Count	Frequency (%)
7.62	1	< 0.1%
7.04	1	< 0.1%
7	1	< 0.1%
6.92	1	< 0.1%
6.76	1	< 0.1%
6.75	1	< 0.1%
6.73	1	< 0.1%
6.72	1	< 0.1%
6.68	1	< 0.1%
6.65	2	< 0.1%

X11
Real number (ℝ)

Distinct count	720
Unique (%)	14.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.013614
Minimum	-1.69
Maximum	7.4
Zeros	0
Zeros (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	-1.69
5-th percentile	0.6
Q1	1.92
median	3
Q3	4.0825
95-th percentile	5.5505
Maximum	7.4
Range	9.09
Interquartile range (IQR)	2.1625

Descriptive statistics

Standard deviation	1.512447757
Coefficient of variation (CV)	0.5018717584
Kurtosis	-0.3695193242
Mean	3.013614
Median Absolute Deviation (MAD)	1.08
Skewness	0.03352321264
Sum	15068.07
Variance	2.287498219

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
3.2	23	0.5%
2.33	21	0.4%
3.95	20	0.4%
2.55	19	0.4%
2.71	19	0.4%
3.11	19	0.4%
2.68	18	0.4%
3.5	18	0.4%
3.77	18	0.4%
3.29	17	0.3%
3.02	17	0.3%
3.7	17	0.3%
2.35	17	0.3%
2.48	17	0.3%
2.12	17	0.3%
3.82	17	0.3%
3.57	17	0.3%
3.41	17	0.3%
3.62	17	0.3%
1.81	17	0.3%
2.52	16	0.3%
3.84	16	0.3%
3.68	16	0.3%
2.76	16	0.3%
3.49	16	0.3%
Other values (695)	4558	91.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.69	1	< 0.1%
-1.61	1	< 0.1%
-1.45	2	< 0.1%
-1.43	1	< 0.1%
-1.2	1	< 0.1%
-1.19	1	< 0.1%
-1.15	1	< 0.1%
-1.05	1	< 0.1%
-1.04	1	< 0.1%
-1	2	< 0.1%

Value	Count	Frequency (%)
7.4	1	< 0.1%
7.32	1	< 0.1%
7.3	1	< 0.1%
7.29	1	< 0.1%
7.24	1	< 0.1%
7.23	1	< 0.1%
7.18	1	< 0.1%
6.97	1	< 0.1%
6.95	1	< 0.1%
6.94	1	< 0.1%

X03
Real number (ℝ)

Distinct count	684
Unique (%)	13.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.99161
Minimum	-3.84
Maximum	5.75
Zeros	17
Zeros (%)	0.3%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.84
5-th percentile	-1.24
Q1	-0.02
median	0.94
Q3	1.97
95-th percentile	3.44
Maximum	5.75
Range	9.59
Interquartile range (IQR)	1.99

Descriptive statistics

Standard deviation	1.415238923
Coefficient of variation (CV)	1.427213242
Kurtosis	-0.3428401037
Mean	0.99161
Median Absolute Deviation (MAD)	0.99
Skewness	0.1711365922
Sum	4958.05
Variance	2.002901208

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.2	25	0.5%
0.48	22	0.4%
1.63	22	0.4%
1.48	22	0.4%
0.83	20	0.4%
0.18	20	0.4%
-0.06	20	0.4%
0.69	20	0.4%
0.57	20	0.4%
0.73	20	0.4%
0.11	20	0.4%
1.4	19	0.4%
0.39	19	0.4%
1.61	19	0.4%
0.07	19	0.4%
1.23	19	0.4%
0.14	19	0.4%
2.2	18	0.4%
0.6	18	0.4%
1.11	18	0.4%
1.36	18	0.4%
0.94	18	0.4%
0.06	18	0.4%
0.59	18	0.4%
1.24	18	0.4%
Other values (659)	4511	90.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.84	1	< 0.1%
-3.05	1	< 0.1%
-2.79	1	< 0.1%
-2.73	1	< 0.1%
-2.64	1	< 0.1%
-2.62	1	< 0.1%
-2.61	1	< 0.1%
-2.56	1	< 0.1%
-2.54	1	< 0.1%
-2.44	1	< 0.1%

Value	Count	Frequency (%)
5.75	1	< 0.1%
5.66	1	< 0.1%
5.27	1	< 0.1%
5.22	1	< 0.1%
5.19	2	< 0.1%
5.12	1	< 0.1%
4.94	1	< 0.1%
4.88	1	< 0.1%
4.87	1	< 0.1%
4.86	1	< 0.1%

X18
Real number (ℝ)

Distinct count	600
Unique (%)	12.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.661482
Minimum	-3.5
Maximum	5.28
Zeros	6
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.5
5-th percentile	-1.24
Q1	-0.18
median	0.62
Q3	1.47
95-th percentile	2.69
Maximum	5.28
Range	8.78
Interquartile range (IQR)	1.65

Descriptive statistics

Standard deviation	1.197325779
Coefficient of variation (CV)	1.810065549
Kurtosis	-0.1306869237
Mean	0.661482
Median Absolute Deviation (MAD)	0.83
Skewness	0.1302695888
Sum	3307.41
Variance	1.433589021

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.35	24	0.5%
1.11	23	0.5%
0.32	23	0.5%
0.35	23	0.5%
1.03	22	0.4%
1.49	22	0.4%
0.53	22	0.4%
-0.27	22	0.4%
-0.1	21	0.4%
0.42	21	0.4%
0.33	21	0.4%
0.3	21	0.4%
0.64	21	0.4%
1.1	21	0.4%
0.6	20	0.4%
-0.51	20	0.4%
-0.09	20	0.4%
0.5	20	0.4%
1.06	20	0.4%
0.38	20	0.4%
0.62	20	0.4%
-0.22	20	0.4%
0.07	20	0.4%
0.89	20	0.4%
0.81	20	0.4%
Other values (575)	4473	89.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.5	1	< 0.1%
-2.9	1	< 0.1%
-2.85	1	< 0.1%
-2.7	1	< 0.1%
-2.68	1	< 0.1%
-2.67	1	< 0.1%
-2.63	1	< 0.1%
-2.59	1	< 0.1%
-2.57	1	< 0.1%
-2.56	2	< 0.1%

Value	Count	Frequency (%)
5.28	1	< 0.1%
4.7	1	< 0.1%
4.57	1	< 0.1%
4.54	1	< 0.1%
4.34	1	< 0.1%
4.32	1	< 0.1%
4.27	1	< 0.1%
4.17	1	< 0.1%
4.16	1	< 0.1%
4.11	2	< 0.1%

X16
Real number (ℝ)

Distinct count	774
Unique (%)	15.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.335032
Minimum	-3.56
Maximum	6.74
Zeros	4
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.56
5-th percentile	-1.21
Q1	0.07
median	1.2
Q3	2.5325
95-th percentile	4.21
Maximum	6.74
Range	10.3
Interquartile range (IQR)	2.4625

Descriptive statistics

Standard deviation	1.669948701
Coefficient of variation (CV)	1.25086792
Kurtosis	-0.5129952098
Mean	1.335032
Median Absolute Deviation (MAD)	1.22
Skewness	0.2400949581
Sum	6675.16
Variance	2.788728665

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.62	20	0.4%
-0.02	19	0.4%
1.46	18	0.4%
0.7	18	0.4%
1.49	18	0.4%
-0.18	18	0.4%
1.17	18	0.4%
0.48	17	0.3%
-0.4	17	0.3%
0.5	17	0.3%
0.43	17	0.3%
0.15	17	0.3%
0.81	16	0.3%
0.02	16	0.3%
1.08	16	0.3%
1.53	16	0.3%
1.02	16	0.3%
2.48	16	0.3%
1.31	16	0.3%
2.16	15	0.3%
2.24	15	0.3%
1.55	15	0.3%
0.16	15	0.3%
0.72	15	0.3%
0.35	15	0.3%
Other values (749)	4584	91.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.56	1	< 0.1%
-3.04	1	< 0.1%
-2.88	1	< 0.1%
-2.85	1	< 0.1%
-2.82	1	< 0.1%
-2.71	1	< 0.1%
-2.7	1	< 0.1%
-2.68	1	< 0.1%
-2.65	1	< 0.1%
-2.6	1	< 0.1%

Value	Count	Frequency (%)
6.74	1	< 0.1%
6.71	1	< 0.1%
6.61	1	< 0.1%
6.48	1	< 0.1%
6.06	1	< 0.1%
5.99	1	< 0.1%
5.95	1	< 0.1%
5.93	1	< 0.1%
5.85	1	< 0.1%
5.8	2	< 0.1%

X13
Real number (ℝ)

Distinct count	804
Unique (%)	16.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.648632
Minimum	-2.82
Maximum	7.75
Zeros	2
Zeros (%)	< 0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-2.82
5-th percentile	-0.27
Q1	1.36
median	2.7
Q3	3.98
95-th percentile	5.4105
Maximum	7.75
Range	10.57
Interquartile range (IQR)	2.62

Descriptive statistics

Standard deviation	1.760113078
Coefficient of variation (CV)	0.6645366658
Kurtosis	-0.5293333525
Mean	2.648632
Median Absolute Deviation (MAD)	1.305
Skewness	-0.1075278957
Sum	13243.16
Variance	3.097998048

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2.57	19	0.4%
2.12	17	0.3%
3	17	0.3%
3.14	17	0.3%
4.22	17	0.3%
3.91	16	0.3%
2.94	16	0.3%
1.74	16	0.3%
3.04	16	0.3%
3.02	16	0.3%
2.55	16	0.3%
3.19	16	0.3%
2.31	15	0.3%
3.98	15	0.3%
3.28	15	0.3%
1.97	15	0.3%
2.61	15	0.3%
2.39	15	0.3%
3.16	15	0.3%
3.82	15	0.3%
4.55	14	0.3%
1.62	14	0.3%
4.38	14	0.3%
1.69	14	0.3%
1.67	14	0.3%
Other values (779)	4611	92.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.82	1	< 0.1%
-2.38	1	< 0.1%
-2.37	1	< 0.1%
-2.31	1	< 0.1%
-2.11	1	< 0.1%
-2.05	1	< 0.1%
-1.97	3	0.1%
-1.92	1	< 0.1%
-1.89	1	< 0.1%
-1.88	1	< 0.1%

Value	Count	Frequency (%)
7.75	1	< 0.1%
7.38	1	< 0.1%
7	1	< 0.1%
6.98	1	< 0.1%
6.95	1	< 0.1%
6.93	1	< 0.1%
6.92	2	< 0.1%
6.86	1	< 0.1%
6.85	1	< 0.1%
6.82	1	< 0.1%

X02
Real number (ℝ)

Distinct count	608
Unique (%)	12.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	0.672438
Minimum	-4.2
Maximum	4.72
Zeros	14
Zeros (%)	0.3%
Memory size	39.2 KiB

Quantile statistics

Minimum	-4.2
5-th percentile	-1.21
Q1	-0.15
median	0.66
Q3	1.46
95-th percentile	2.71
Maximum	4.72
Range	8.92
Interquartile range (IQR)	1.61

Descriptive statistics

Standard deviation	1.187969566
Coefficient of variation (CV)	1.766660371
Kurtosis	0.04031552954
Mean	0.672438
Median Absolute Deviation (MAD)	0.805
Skewness	0.08413429481
Sum	3362.19
Variance	1.41127169

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.01	25	0.5%
-0.01	23	0.5%
1.03	23	0.5%
0.68	23	0.5%
0.37	23	0.5%
0.06	23	0.5%
0.75	23	0.5%
0.38	23	0.5%
1.36	22	0.4%
0.55	22	0.4%
0.26	21	0.4%
0.33	21	0.4%
0.72	21	0.4%
0.83	21	0.4%
0.58	21	0.4%
0.84	21	0.4%
0.85	21	0.4%
0.1	21	0.4%
0.01	21	0.4%
1.42	20	0.4%
0.86	20	0.4%
1.02	20	0.4%
0.39	20	0.4%
0.73	20	0.4%
1.1	20	0.4%
Other values (583)	4461	89.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-4.2	1	< 0.1%
-4.05	1	< 0.1%
-3.77	1	< 0.1%
-3.56	1	< 0.1%
-3.42	1	< 0.1%
-3.37	1	< 0.1%
-2.86	1	< 0.1%
-2.83	1	< 0.1%
-2.79	1	< 0.1%
-2.74	1	< 0.1%

Value	Count	Frequency (%)
4.72	1	< 0.1%
4.65	1	< 0.1%
4.58	1	< 0.1%
4.54	1	< 0.1%
4.5	2	< 0.1%
4.39	1	< 0.1%
4.35	2	< 0.1%
4.3	1	< 0.1%
4.14	1	< 0.1%
4.09	1	< 0.1%

X09
Real number (ℝ)

Distinct count	725
Unique (%)	14.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.988668
Minimum	-1.79
Maximum	7.63
Zeros	4
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-1.79
5-th percentile	0.5295
Q1	1.88
median	3
Q3	4.08
95-th percentile	5.51
Maximum	7.63
Range	9.42
Interquartile range (IQR)	2.2

Descriptive statistics

Standard deviation	1.531505954
Coefficient of variation (CV)	0.5124376325
Kurtosis	-0.3822908178
Mean	2.988668
Median Absolute Deviation (MAD)	1.1
Skewness	0.00278658638
Sum	14943.34
Variance	2.345510488

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2.46	21	0.4%
3.01	21	0.4%
3.13	20	0.4%
4.19	20	0.4%
2.82	20	0.4%
3.9	20	0.4%
3.33	20	0.4%
2.58	19	0.4%
4.47	19	0.4%
3.4	18	0.4%
2.19	18	0.4%
3.41	18	0.4%
3.71	17	0.3%
3.42	17	0.3%
2.98	17	0.3%
3.09	17	0.3%
2.48	17	0.3%
3.93	17	0.3%
3.2	17	0.3%
3.96	17	0.3%
1.79	17	0.3%
2.91	17	0.3%
2.01	17	0.3%
2.03	17	0.3%
2.37	16	0.3%
Other values (700)	4546	90.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.79	1	< 0.1%
-1.77	1	< 0.1%
-1.76	1	< 0.1%
-1.65	1	< 0.1%
-1.38	1	< 0.1%
-1.24	1	< 0.1%
-1.15	2	< 0.1%
-1.14	1	< 0.1%
-1.12	1	< 0.1%
-1.1	1	< 0.1%

Value	Count	Frequency (%)
7.63	1	< 0.1%
7.53	1	< 0.1%
7.49	1	< 0.1%
7.36	1	< 0.1%
7.25	1	< 0.1%
7.21	1	< 0.1%
7.17	1	< 0.1%
7.16	1	< 0.1%
7.08	1	< 0.1%
7.06	1	< 0.1%

X20
Real number (ℝ)

Distinct count	525
Unique (%)	10.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	-0.021377999999999998
Minimum	-3.88
Maximum	4.01
Zeros	15
Zeros (%)	0.3%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.88
5-th percentile	-1.64
Q1	-0.69
median	-0.03
Q3	0.66
95-th percentile	1.62
Maximum	4.01
Range	7.89
Interquartile range (IQR)	1.35

Descriptive statistics

Standard deviation	0.9970641246
Coefficient of variation (CV)	-46.63972891
Kurtosis	0.07450130276
Mean	-0.021378
Median Absolute Deviation (MAD)	0.67
Skewness	0.0148283196
Sum	-106.89
Variance	0.9941368685

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
0.54	30	0.6%
-0.57	30	0.6%
0.27	27	0.5%
-0.42	26	0.5%
0.06	26	0.5%
-0.4	26	0.5%
-0.5	26	0.5%
0.21	26	0.5%
0.37	26	0.5%
-0.25	26	0.5%
-0.11	25	0.5%
-0.1	25	0.5%
0.24	25	0.5%
0.32	25	0.5%
-0.12	24	0.5%
-0.18	24	0.5%
-0.17	24	0.5%
0.2	24	0.5%
0.12	24	0.5%
-0.06	24	0.5%
0.44	23	0.5%
-0.27	23	0.5%
0.42	23	0.5%
0.67	23	0.5%
-0.02	23	0.5%
Other values (500)	4372	87.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.88	1	< 0.1%
-3.82	1	< 0.1%
-3.46	1	< 0.1%
-3.45	2	< 0.1%
-3.26	1	< 0.1%
-3.22	1	< 0.1%
-2.97	1	< 0.1%
-2.96	1	< 0.1%
-2.92	1	< 0.1%
-2.83	1	< 0.1%

Value	Count	Frequency (%)
4.01	1	< 0.1%
3.67	1	< 0.1%
3.32	1	< 0.1%
3.1	1	< 0.1%
3.03	1	< 0.1%
2.99	1	< 0.1%
2.98	1	< 0.1%
2.95	2	< 0.1%
2.94	1	< 0.1%
2.93	1	< 0.1%

X04
Real number (ℝ)

Distinct count	766
Unique (%)	15.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1.310888
Minimum	-3.48
Maximum	6.5
Zeros	12
Zeros (%)	0.2%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.48
5-th percentile	-1.17
Q1	0.0375
median	1.12
Q3	2.54
95-th percentile	4.28
Maximum	6.5
Range	9.98
Interquartile range (IQR)	2.5025

Descriptive statistics

Standard deviation	1.67829146
Coefficient of variation (CV)	1.280270671
Kurtosis	-0.5154776857
Mean	1.310888
Median Absolute Deviation (MAD)	1.22
Skewness	0.2998511551
Sum	6554.44
Variance	2.816662224

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
2.2	20	0.4%
0.61	20	0.4%
0.92	19	0.4%
0.06	19	0.4%
-0.07	19	0.4%
0.51	18	0.4%
-0.09	18	0.4%
0.46	18	0.4%
0.12	17	0.3%
0.4	17	0.3%
0.15	17	0.3%
0.94	17	0.3%
0.36	17	0.3%
1.12	16	0.3%
0.14	16	0.3%
0.26	16	0.3%
0.84	16	0.3%
1.95	16	0.3%
-0.25	16	0.3%
0.6	16	0.3%
-0.46	16	0.3%
1.65	16	0.3%
1.09	16	0.3%
-0.27	15	0.3%
2.56	15	0.3%
Other values (741)	4574	91.5%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.48	1	< 0.1%
-3	1	< 0.1%
-2.94	1	< 0.1%
-2.89	1	< 0.1%
-2.86	1	< 0.1%
-2.85	1	< 0.1%
-2.75	1	< 0.1%
-2.66	2	< 0.1%
-2.62	1	< 0.1%
-2.6	1	< 0.1%

Value	Count	Frequency (%)
6.5	2	< 0.1%
6.32	1	< 0.1%
6.11	1	< 0.1%
5.92	1	< 0.1%
5.91	1	< 0.1%
5.89	1	< 0.1%
5.86	1	< 0.1%
5.83	1	< 0.1%
5.81	1	< 0.1%
5.8	2	< 0.1%

X12
Real number (ℝ)

Distinct count	762
Unique (%)	15.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.6789080000000003
Minimum	-2.61
Maximum	7.5
Zeros	6
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-2.61
5-th percentile	-0.17
Q1	1.48
median	2.83
Q3	3.9325
95-th percentile	5.16
Maximum	7.5
Range	10.11
Interquartile range (IQR)	2.4525

Descriptive statistics

Standard deviation	1.651587829
Coefficient of variation (CV)	0.6165153222
Kurtosis	-0.5083572159
Mean	2.678908
Median Absolute Deviation (MAD)	1.2
Skewness	-0.2436453753
Sum	13394.54
Variance	2.727742356

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
3.93	20	0.4%
3.13	18	0.4%
3.61	18	0.4%
3.14	18	0.4%
4	17	0.3%
2.12	17	0.3%
1.83	17	0.3%
3.22	17	0.3%
3.69	17	0.3%
2.92	16	0.3%
3.28	16	0.3%
3.34	16	0.3%
3.42	16	0.3%
3.78	16	0.3%
1.56	16	0.3%
2.94	16	0.3%
3.89	15	0.3%
2.34	15	0.3%
3.39	15	0.3%
1.81	15	0.3%
2.66	15	0.3%
3.55	15	0.3%
4.34	15	0.3%
2.78	15	0.3%
3.56	15	0.3%
Other values (737)	4594	91.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.61	1	< 0.1%
-2.2	1	< 0.1%
-2.05	1	< 0.1%
-1.97	1	< 0.1%
-1.96	1	< 0.1%
-1.95	1	< 0.1%
-1.94	1	< 0.1%
-1.89	1	< 0.1%
-1.76	1	< 0.1%
-1.72	1	< 0.1%

Value	Count	Frequency (%)
7.5	1	< 0.1%
7.04	1	< 0.1%
6.98	1	< 0.1%
6.92	1	< 0.1%
6.85	1	< 0.1%
6.8	1	< 0.1%
6.75	1	< 0.1%
6.67	1	< 0.1%
6.62	1	< 0.1%
6.57	2	< 0.1%

X07
Real number (ℝ)

Distinct count	791
Unique (%)	15.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.6592279999999997
Minimum	-3.52
Maximum	7.84
Zeros	6
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-3.52
5-th percentile	-0.2605
Q1	1.39
median	2.72
Q3	3.94
95-th percentile	5.42
Maximum	7.84
Range	11.36
Interquartile range (IQR)	2.55

Descriptive statistics

Standard deviation	1.74606687
Coefficient of variation (CV)	0.6566066805
Kurtosis	-0.501452967
Mean	2.659228
Median Absolute Deviation (MAD)	1.27
Skewness	-0.09244733182
Sum	13296.14
Variance	3.048749514

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
3.3	18	0.4%
3.74	18	0.4%
2.03	18	0.4%
3.84	18	0.4%
3.02	18	0.4%
3.81	17	0.3%
2.86	17	0.3%
3.65	17	0.3%
0.69	17	0.3%
2.84	17	0.3%
3.47	17	0.3%
2.11	16	0.3%
2.3	16	0.3%
4.35	16	0.3%
2.42	16	0.3%
2.43	16	0.3%
3.13	16	0.3%
3.11	16	0.3%
0.85	16	0.3%
1.89	16	0.3%
2.77	15	0.3%
2.95	15	0.3%
2.23	15	0.3%
4.26	15	0.3%
2.83	15	0.3%
Other values (766)	4589	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-3.52	1	< 0.1%
-2.95	1	< 0.1%
-2.26	1	< 0.1%
-2.16	1	< 0.1%
-2.15	1	< 0.1%
-1.91	3	0.1%
-1.9	4	0.1%
-1.88	1	< 0.1%
-1.83	1	< 0.1%
-1.74	1	< 0.1%

Value	Count	Frequency (%)
7.84	1	< 0.1%
7.67	1	< 0.1%
7.57	1	< 0.1%
7.32	1	< 0.1%
7.31	1	< 0.1%
7.25	1	< 0.1%
7.15	1	< 0.1%
7.1	1	< 0.1%
7.09	1	< 0.1%
7.03	1	< 0.1%

X10
Real number (ℝ)

Distinct count	770
Unique (%)	15.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	3.3366020000000005
Minimum	-1.48
Maximum	9.06
Zeros	0
Zeros (%)	0.0%
Memory size	39.2 KiB

Quantile statistics

Minimum	-1.48
5-th percentile	0.82
Q1	2.04
median	3.17
Q3	4.55
95-th percentile	6.27
Maximum	9.06
Range	10.54
Interquartile range (IQR)	2.51

Descriptive statistics

Standard deviation	1.688632076
Coefficient of variation (CV)	0.5060933478
Kurtosis	-0.4510269844
Mean	3.336602
Median Absolute Deviation (MAD)	1.24
Skewness	0.2830957034
Sum	16683.01
Variance	2.851478289

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
1.85	20	0.4%
2.89	19	0.4%
2.4	18	0.4%
2.92	18	0.4%
1.63	18	0.4%
1.73	18	0.4%
2.66	17	0.3%
4.01	17	0.3%
2.72	17	0.3%
1.94	16	0.3%
2.63	16	0.3%
2.59	16	0.3%
2.47	16	0.3%
1.92	16	0.3%
3.06	16	0.3%
3.5	15	0.3%
2.37	15	0.3%
2.61	15	0.3%
2.62	15	0.3%
3.29	15	0.3%
2.52	15	0.3%
1.61	15	0.3%
1.6	15	0.3%
3.26	15	0.3%
2.95	15	0.3%
Other values (745)	4592	91.8%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1.48	1	< 0.1%
-1.38	1	< 0.1%
-1.03	1	< 0.1%
-0.99	1	< 0.1%
-0.86	1	< 0.1%
-0.76	1	< 0.1%
-0.66	1	< 0.1%
-0.6	1	< 0.1%
-0.59	1	< 0.1%
-0.55	1	< 0.1%

Value	Count	Frequency (%)
9.06	1	< 0.1%
8.56	1	< 0.1%
8.53	1	< 0.1%
8.5	1	< 0.1%
8.48	1	< 0.1%
8.38	1	< 0.1%
8.2	1	< 0.1%
8.16	1	< 0.1%
8.05	1	< 0.1%
8.02	1	< 0.1%

X14
Real number (ℝ)

Distinct count	885
Unique (%)	17.7%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	2.647668
Minimum	-2.56
Maximum	8.72
Zeros	6
Zeros (%)	0.1%
Memory size	39.2 KiB

Quantile statistics

Minimum	-2.56
5-th percentile	-0.42
Q1	1.12
median	2.49
Q3	4.1825
95-th percentile	6.0405
Maximum	8.72
Range	11.28
Interquartile range (IQR)	3.0625

Descriptive statistics

Standard deviation	2.018768339
Coefficient of variation (CV)	0.7624703471
Kurtosis	-0.6509845383
Mean	2.647668
Median Absolute Deviation (MAD)	1.53
Skewness	0.1875629364
Sum	13238.34
Variance	4.075425607

Histogram

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
3.66	18	0.4%
2.37	17	0.3%
1.34	17	0.3%
2.8	17	0.3%
2.31	16	0.3%
2.65	16	0.3%
1.57	16	0.3%
1.94	16	0.3%
2.84	16	0.3%
1.62	16	0.3%
1.2	15	0.3%
1.56	15	0.3%
2.32	15	0.3%
1.6	15	0.3%
4.16	15	0.3%
2.64	15	0.3%
1.26	15	0.3%
1.76	14	0.3%
3.21	14	0.3%
1.28	14	0.3%
1.88	14	0.3%
3.12	14	0.3%
2.97	13	0.3%
2.27	13	0.3%
2.08	13	0.3%
Other values (860)	4621	92.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-2.56	1	< 0.1%
-2.48	1	< 0.1%
-2.29	1	< 0.1%
-2.28	1	< 0.1%
-2.19	1	< 0.1%
-2.14	1	< 0.1%
-2.12	1	< 0.1%
-2.11	1	< 0.1%
-2.1	1	< 0.1%
-2.09	2	< 0.1%

Value	Count	Frequency (%)
8.72	1	< 0.1%
8.4	1	< 0.1%
8.28	1	< 0.1%
8.17	1	< 0.1%
8.04	1	< 0.1%
7.96	1	< 0.1%
7.88	1	< 0.1%
7.86	1	< 0.1%
7.8	2	< 0.1%
7.78	1	< 0.1%

target
Categorical

Distinct count	3
Unique (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	39.2 KiB

2	1696
0	1657
1	1647

Value	Count	Frequency (%)
2	1696	33.9%
0	1657	33.1%
1	1647	32.9%

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Overview of Unicode Properties

Unique unicode characters	3
Unique unicode categories (?)	1
Unique unicode scripts (?)	1
Unique unicode blocks (?)	1

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
2	1696	33.9%
0	1657	33.1%
1	1647	32.9%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	5000	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
2	1696	33.9%
0	1657	33.1%
1	1647	32.9%

Most occurring scripts

Value	Count	Frequency (%)
Common	5000	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
2	1696	33.9%
0	1657	33.1%
1	1647	32.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5000	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
2	1696	33.9%
0	1657	33.1%
1	1647	32.9%

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Count
Matrix

First rows

	X00	X17	X15	X01	X08	X05	X11	X03	X18	X16	X13	X02	X09	X20	X04	X12	X07	X10	X14	target
0	-1.23	3.32	3.15	-1.56	-0.20	2.22	4.20	-0.28	1.20	5.12	7.75	-1.75	0.89	-0.56	0.60	2.89	0.21	1.08	4.59	2
1	-0.69	1.41	-1.34	2.43	2.97	3.25	1.61	2.08	1.78	0.83	1.89	0.61	2.22	2.42	2.30	1.24	4.55	2.81	1.88	1
2	-0.12	0.62	2.78	-0.94	1.90	3.55	1.45	2.59	-0.01	0.64	0.12	1.29	2.07	-0.12	2.42	2.50	3.25	0.51	1.41	0
3	0.86	-1.43	1.41	0.29	5.45	2.51	4.05	-0.02	2.84	1.07	1.40	2.19	4.84	1.12	1.13	2.58	5.45	4.65	1.24	1
4	1.16	0.13	0.21	0.37	5.34	1.00	4.79	-0.59	-0.21	-0.18	1.84	0.40	3.53	-0.68	2.66	4.30	4.06	4.82	1.73	1
5	-0.00	0.69	3.68	0.77	2.93	0.84	4.30	0.29	0.91	-0.98	2.81	1.32	4.76	0.39	-1.28	4.89	1.55	5.55	2.37	2
6	0.87	0.66	1.60	1.07	3.81	2.70	3.29	1.46	0.05	0.72	2.43	-0.65	5.20	0.67	0.84	4.24	2.94	8.16	0.40	1
7	-0.22	-0.66	2.04	-0.91	1.72	-1.59	3.91	0.35	-1.33	1.13	4.29	-1.18	2.02	-0.75	-1.92	2.73	0.75	3.63	4.89	2
8	-1.11	1.51	4.56	-1.14	1.64	0.44	5.68	0.00	2.90	3.18	4.24	-0.89	1.75	-0.12	0.53	3.39	2.15	3.92	3.81	2
9	-0.75	-0.41	-0.25	1.10	2.62	0.40	6.94	1.43	-1.50	0.73	3.23	-1.90	4.50	1.47	0.47	0.75	3.51	6.83	1.08	2

Last rows

	X00	X17	X15	X01	X08	X05	X11	X03	X18	X16	X13	X02	X09	X20	X04	X12	X07	X10	X14	target
4990	1.46	1.08	0.06	3.18	3.13	4.72	0.88	2.10	-1.73	2.00	1.09	-0.26	2.69	0.29	2.28	0.80	4.88	2.63	-0.17	0
4991	0.25	-0.81	2.02	1.31	3.26	3.84	1.74	0.95	0.52	0.21	0.45	2.23	2.87	-0.07	3.84	0.38	3.07	1.77	2.66	0
4992	-0.93	0.25	-1.05	0.94	2.97	3.28	0.77	0.59	0.01	-1.45	1.80	2.44	4.21	-1.76	1.91	2.63	4.25	3.77	0.40	1
4993	-0.52	1.28	6.00	-0.27	0.82	-1.33	1.69	0.91	0.93	1.06	3.87	0.04	2.57	0.67	-0.04	5.08	2.34	3.39	5.38	2
4994	-0.10	3.98	5.06	0.71	2.17	0.32	4.80	1.18	0.98	1.31	5.70	-0.62	2.41	-2.68	0.02	4.76	0.69	1.85	4.18	2
4995	-0.65	3.86	5.19	0.69	0.49	0.26	4.54	-0.16	2.96	3.10	4.81	2.29	0.31	-1.42	0.51	3.46	-0.42	0.34	5.49	0
4996	-0.02	-0.56	-1.56	0.67	4.92	4.77	1.50	3.18	0.02	-1.18	2.52	2.34	3.39	-0.18	2.16	1.53	4.54	2.56	1.14	1
4997	0.01	0.62	0.60	-1.99	4.61	1.93	4.25	2.30	1.00	-0.52	3.04	0.16	5.73	-0.27	-0.53	3.14	3.00	4.53	1.61	1
4998	-0.40	1.72	2.63	0.41	2.20	-0.66	4.85	1.04	2.08	3.83	3.62	-0.48	0.59	1.37	0.79	3.64	0.52	0.85	5.97	0
4999	0.63	-0.53	3.15	-0.07	3.45	3.22	1.46	2.55	0.09	1.27	1.90	2.71	3.87	0.60	3.36	-0.52	4.67	4.15	0.88	1

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent Decimal Number characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Interactions

Correlations

Pearson's r

Spearman's ρ

Kendall's τ

Phik (φk)

Missing values

Sample

First rows

Last rows